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The Control of Wastewater Treatment Process Based on Fuzzy Neural Network

机译:基于模糊神经网络的污水处理过程控制

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The activated sludge wastewater treatment process is a high nonlinear and time-varying system. The water quality changes violently, and the states have strong coupling between each other. As these problems, the paper proposes an adaptive fuzzy neural network controller. The results of simulation show this controller can adjust membership function on-line, optimize control rules, remove contamination quickly and has great robustness when applied to activated sludge system. This study provides a new approach to the research of wastewater treatment process.
机译:活性污泥废水处理过程是一个高度非线性且时变的系统。水质变化剧烈,并且各州之间具有很强的耦合性。针对这些问题,提出了一种自适应模糊神经网络控制器。仿真结果表明,该控制器可以在线调节隶属函数,优化控制规则,快速去除污染物,适用于活性污泥系统,鲁棒性强。该研究为废水处理过程的研究提供了一种新方法。

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